Francisco Valente

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Acute Coronary Syndrome

Clinical Decision Support

Machine Learning

Link Prediction

Top Venues

Artif. Intell. Medicine

Nat. Mac. Intell.

Publications

Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network. Nat. Mac. Intell. 5 (11) (2023)
Xavier Anguera, Jorge Proença, Kristina Gulordava, Balázs Tarján, Nicholas Parslow, Vladimir Dobrovolskii, Francisco Valente, Raphael Girard
ELSA Speech Analyzer: English Communication Assessment of Spontaneous Speech. SLaTE (2023)
Mario Krenn, Lorenzo Buffoni, Bruno Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network. CoRR (2022)
Francisco Valente
Link Prediction of Artificial Intelligence Concepts using Low Computational Power. CoRR (2022)
Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho, João Morais
Interpretability, personalization and reliability of a machine learning based clinical decision support system. Data Min. Knowl. Discov. 36 (3) (2022)
Francisco Valente
Link Prediction of Artificial Intelligence Concepts using Low Computational Power. IEEE BigData (2021)
Francisco Valente, Simão Paredes, Jorge Henriques
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. CoRR (2021)
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario. Artif. Intell. Medicine 117 (2021)
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. EMBC (2021)
Francisco Valente, Simão Paredes, Jorge Henriques
Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems. CoRR (2021)
Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo H. P. de Carvalho, João Morais
A New Approach for Interpretability and Reliability in Clinical Risk Prediction: Acute Coronary Syndrome Scenario. CoRR (2021)